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Mathematics & Optimization

19,283 papers (0 classified directly here)

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Papers (including subtopics)

Covariance Selection over Networks AISTATS 2025 Creating Coherence in Federated Non-Negative Matrix Factorization AAAI 2025 Cross-modal Knowledge Transfer Learning as Graph Matching Based on Optimal Transport for ASR Interspeech 2025 Cubic regularized subspace Newton for non-convex optimization AISTATS 2025 Cultivating Archipelago of Forests: Evolving Robust Decision Trees Through Island Coevolution AAAI 2025 CuMPerLay: Learning Cubical Multiparameter Persistence Vectorizations ICCV 2025 CUNSB-RFIE: Context-Aware Unpaired Neural Schrodinger Bridge in Retinal Fundus Image Enhancement WACV 2025 Curvature-aware Graph Attention for PDEs on Manifolds ICML 2025 Curvature-based Clustering on Graphs JMLR 2025 DashGaussian: Optimizing 3D Gaussian Splatting in 200 Seconds CVPR 2025 Data-dependent Bounds with T-Optimal Best-of-Both-Worlds Guarantees in Multi-Armed Bandits using Stability-Penalty Matching COLT 2025 Data Dependent Regret Bounds for Online Portfolio Selection with Predicted Returns ALT 2025 Data-driven Design of Randomized Control Trials with Guaranteed Treatment Effects ICML 2025 Data-Driven Near-Optimal Control of Nonlinear Systems Over Finite Horizon L4DC 2025 Data-driven optimal control of unknown nonlinear dynamical systems using the Koopman operator L4DC 2025 Data-Driven Performance Guarantees for Classical and Learned Optimizers JMLR 2025 Data-Driven Yet Formal Policy Synthesis for Stochastic Nonlinear Dynamical Systems L4DC 2025 Data Monitoring for Large Scale Public Health Data AAAI 2025 Data Selection for ERMs COLT 2025 DCC: Differentiable Cardinality Constraints for Partial Index Tracking AAAI 2025 DCILP: A Distributed Approach for Large-Scale Causal Structure Learning AAAI 2025 DDEQs: Distributional Deep Equilibrium Models through Wasserstein Gradient Flows AISTATS 2025 Decentralized and Uncoordinated Learning of Stable Matchings: A Game-Theoretic Approach AAAI 2025 Decentralized Asynchronous Optimization with DADAO allows Decoupling and Acceleration JMLR 2025 Decentralized Bilevel Optimization: A Perspective from Transient Iteration Complexity JMLR 2025